| 2026 | AAAI | Artificial Immune System of Secure Face Recognition Against Adversarial Attacks (Abstract Reprint). | Min Ren, Yunlong Wang, Yuhao Zhu, Yongzhen Huang, Zhenan Sun, Qi Li, Tieniu Tan |
| 2025 | ASPLOS | StreamGrid: Streaming Point Cloud Analytics via Compulsory Splitting and Deterministic Termination. | Yu Feng, Zheng Liu, Weikai Lin, Zihan Liu, Jingwen Leng, Minyi Guo, Zhezhi He, Jieru Zhao, Yuhao Zhu |
| 2025 | ASPLOS | MetaSapiens: Real-Time Neural Rendering with Efficiency-Aware Pruning and Accelerated Foveated Rendering. | Weikai Lin, Yu Feng, Yuhao Zhu |
| 2025 | CogSci | Latent speech representations learned through self-supervised learning predict listeners' generalization of adaptation across talkers. | Zhengyang Jin, Yuhao Zhu, T. Florian Jaeger |
| 2025 | DAC | SNAPPIX: Efficient-Coding-Inspired In-Sensor Compression for Edge Vision. | Weikai Lin, Tianrui Ma, Adith Boloor, Yu Feng, Ruofan Xing, Xuan Zhang, Yuhao Zhu |
| 2025 | HPCA | VQ-LLM: High-performance Code Generation for Vector Quantization Augmented LLM Inference. | Zihan Liu, Xinhao Luo, Junxian Guo, Wentao Ni, Yangjie Zhou, Yue Guan, Cong Guo, Weihao Cui, Yu Feng, Minyi Guo, Yuhao Zhu, Minjia Zhang, Chen Jin, Jingwen Leng |
| 2025 | ICML | Dynamic Sparse Training of Diagonally Sparse Networks. | Abhishek Tyagi, Arjun Iyer, William H. Renninger, Christopher Kanan, Yuhao Zhu |
| 2025 | ISCA | Lumina: Real-Time Neural Rendering by Exploiting Computational Redundancy. | Yu Feng, Weikai Lin, Yuge Cheng, Zihan Liu, Jingwen Leng, Minyi Guo, Chen Chen, Shixuan Sun, Yuhao Zhu |
| 2025 | ISCA | SEAL: A Single-Event Architecture for In-Sensor Visual Localization. | Ryan Hou, Thomas Twomey, Vasileios Milionis, Evangelos Dikopoulos, Tianrui Ma, Yuhao Zhu, Georgios Tzimpragos |
| 2025 | WACV | PrivateEye: In-Sensor Privacy Preservation Through Optical Feature Separation. | Adith Boloor, Weikai Lin, Tianrui Ma, Yu Feng, Yuhao Zhu, Xuan Zhang |
| 2025 | SiggraphA | PowerGS: Display-Rendering Power Co-Optimization for Neural Rendering in Power-Constrained XR Systems. | Weikai Lin, Sushant Kondguli, Carl S. Marshall, Yuhao Zhu |
| 2024 | ASPLOS | Amanda: Unified Instrumentation Framework for Deep Neural Networks. | Yue Guan, Yuxian Qiu, Jingwen Leng, Fan Yang, Shuo Yu, Yunxin Liu, Yu Feng, Yuhao Zhu, Lidong Zhou, Yun Liang, Chen Zhang, Chao Li, Minyi Guo |
| 2024 | ASPLOS | JUNO: Optimizing High-Dimensional Approximate Nearest Neighbour Search with Sparsity-Aware Algorithm and Ray-Tracing Core Mapping. | Zihan Liu, Wentao Ni, Jingwen Leng, Yu Feng, Cong Guo, Quan Chen, Chao Li, Minyi Guo, Yuhao Zhu |
| 2024 | ASPLOS | Exploiting Human Color Discrimination for Memory- and Energy-Efficient Image Encoding in Virtual Reality. | Nisarg Ujjainkar, Ethan Shahan, Kenneth Chen, Budmonde Duinkharjav, Qi Sun, Yuhao Zhu |
| 2024 | ICCAD | Imaging, Computing, and Human Perception: Three Agents to Usher in the Autonomous Machine Computing Era. | Yuhao Zhu |
| 2024 | ICCAD | Dataflow Accelerator Architecture for Autonomous Machine Computing. | Shaoshan Liu, Yuhao Zhu, Bo Yu, Jean-Luc Gaudiot, Guangrong Gao |
| 2024 | ISCA | Cicero: Addressing Algorithmic and Architectural Bottlenecks in Neural Rendering by Radiance Warping and Memory Optimizations. | Yu Feng, Zihan Liu, Jingwen Leng, Minyi Guo, Yuhao Zhu |
| 2024 | ISCA | BlissCam: Boosting Eye Tracking Efficiency with Learned In-Sensor Sparse Sampling. | Yu Feng, Tianrui Ma, Yuhao Zhu, Xuan Zhang |
| 2024 | ISPASS | Characterizing Soft-Error Resiliency in Arm's Ethos-U55 Embedded Machine Learning Accelerator. | Abhishek Tyagi, Reiley Jeyapaul, Chuteng Zhou, Paul N. Whatmough, Yuhao Zhu |
| 2024 | UIST | Computational Trichromacy Reconstruction: Empowering the Color-Vision Deficient to Recognize Colors Using Augmented Reality. | Yuhao Zhu, Ethan Chen, Colin Hascup, Yukang Yan, Gaurav Sharma |
| 2023 | DAC | BLITZCRANK: Factor Graph Accelerator for Motion Planning. | Yuhui Hao, Yiming Gan, Bo Yu, Qiang Liu, Shaoshan Liu, Yuhao Zhu |
| 2023 | ICCAD | Invited Paper: Learned In-Sensor Visual Computing: From Compression to Eventification. | Yu Feng, Tianrui Ma, Adith Boloor, Yuhao Zhu, Xuan Zhang |
| 2023 | ISCA | OliVe: Accelerating Large Language Models via Hardware-friendly Outlier-Victim Pair Quantization. | Cong Guo, Jiaming Tang, Weiming Hu, Jingwen Leng, Chen Zhang, Fan Yang, Yunxin Liu, Minyi Guo, Yuhao Zhu |
| 2023 | ISCA | CAMJ: Enabling System-Level Energy Modeling and Architectural Exploration for In-Sensor Visual Computing. | Tianrui Ma, Yu Feng, Xuan Zhang, Yuhao Zhu |
| 2023 | ISCA | ImaGen: A General Framework for Generating Memory- and Power-Efficient Image Processing Accelerators. | Nisarg Ujjainkar, Jingwen Leng, Yuhao Zhu |
| 2023 | SIGGRAPH | Imperceptible Color Modulation for Power Saving in VR/AR. | Kenneth Chen, Budmonde Duinkharjav, Nisarg Ujjainkar, Ethan Shahan, Abhishek Tyagi, Jiayi He, Yuhao Zhu, Qi Sun |
| 2023 | WACV | Fast and Accurate: Video Enhancement Using Sparse Depth. | Yu Feng, Patrick Hansen, Paul N. Whatmough, Guoyu Lu, Yuhao Zhu |
| 2023 | VDA | Teaching color science to EECS students using interactive tutorials: Tools and lessons. | Yuhao Zhu |
| 2023 | VDA | FastPoints: A state-of-the-art point cloud renderer for Unity. | Elias Neuman-Donihue, Michael Jarvis, Yuhao Zhu |
| 2022 | AAAI | Block-Skim: Efficient Question Answering for Transformer. | Yue Guan, Zhengyi Li, Zhouhan Lin, Yuhao Zhu, Jingwen Leng, Minyi Guo |
| 2022 | HPCA | S2TA: Exploiting Structured Sparsity for Energy-Efficient Mobile CNN Acceleration. | Zhi Gang Liu, Paul N. Whatmough, Yuhao Zhu, Matthew Mattina |
| 2022 | ICCAD | Factor Graph Accelerator for LiDAR-Inertial Odometry (Invited Paper). | Yuhui Hao, Bo Yu, Qiang Liu, Shaoshan Liu, Yuhao Zhu |
| 2022 | ICLR | SQuant: On-the-Fly Data-Free Quantization via Diagonal Hessian Approximation. | Cong Guo, Yuxian Qiu, Jingwen Leng, Xiaotian Gao, Chen Zhang, Yunxin Liu, Fan Yang, Yuhao Zhu, Minyi Guo |
| 2022 | ISCA | Crescent: taming memory irregularities for accelerating deep point cloud analytics. | Yu Feng, Gunnar Hammonds, Yiming Gan, Yuhao Zhu |
| 2022 | ISSRE | Braum: Analyzing and Protecting Autonomous Machine Software Stack. | Yiming Gan, Paul N. Whatmough, Jingwen Leng, Bo Yu, Shaoshan Liu, Yuhao Zhu |
| 2022 | MICRO | ANT: Exploiting Adaptive Numerical Data Type for Low-bit Deep Neural Network Quantization. | Cong Guo, Chen Zhang, Jingwen Leng, Zihan Liu, Fan Yang, Yunxin Liu, Minyi Guo, Yuhao Zhu |
| 2022 | PPoPP | RTNN: accelerating neighbor search using hardware ray tracing. | Yuhao Zhu |
| 2022 | VR | Real-Time Gaze Tracking with Event-Driven Eye Segmentation. | Yu Feng, Nathan Goulding-Hotta, Asif Khan, Hans Reyserhove, Yuhao Zhu |
| 2022 | VDA | Digital reconstruction of Elmina Castle for mobile virtual reality via point-based detail transfer. | Sifan Ye, Ting Wu, Michael Jarvis, Yuhao Zhu |
| 2021 | CVPR | One Shot Face Swapping on Megapixels. | Yuhao Zhu, Qi Li, Jian Wang, Cheng-Zhong Xu, Zhenan Sun |
| 2021 | HPCA | Eudoxus: Characterizing and Accelerating Localization in Autonomous Machines Industry Track Paper. | Yiming Gan, Bo Yu, Boyuan Tian, Leimeng Xu, Wei Hu, Shaoshan Liu, Qiang Liu, Yanjun Zhang, Jie Tang, Yuhao Zhu |
| 2021 | ICIP | 3D SceneFlowNet: Self-Supervised 3D Scene Flow Estimation Based on Graph CNN. | Yawen Lu, Yuhao Zhu, Guoyu Lu |
| 2021 | MICRO | Archytas: A Framework for Synthesizing and Dynamically Optimizing Accelerators for Robotic Localization. | Weizhuang Liu, Bo Yu, Yiming Gan, Qiang Liu, Jie Tang, Shaoshan Liu, Yuhao Zhu |
| 2021 | RTAS | Brief Industry Paper: The Matter of Time - A General and Efficient System for Precise Sensor Synchronization in Robotic Computing. | Shaoshan Liu, Bo Yu, Yahui Liu, Kunai Zhang, Yisong Qiao, Thomas Yuang Li, Jie Tang, Yuhao Zhu |
| 2020 | CVPR | Automatic Neural Network Compression by Sparsity-Quantization Joint Learning: A Constrained Optimization-Based Approach. | Haichuan Yang, Shupeng Gui, Yuhao Zhu, Ji Liu |
| 2020 | DAC | Balancing Efficiency and Flexibility for DNN Acceleration via Temporal GPU-Systolic Array Integration. | Cong Guo, Yangjie Zhou, Jingwen Leng, Yuhao Zhu, Zidong Du, Quan Chen, Chao Li, Bin Yao, Minyi Guo |
| 2020 | FPGA | Energy-Efficient 360-Degree Video Rendering on FPGA via Algorithm-Architecture Co-Design. | Qiuyue Sun, Amir Taherin, Yawo Siatitse, Yuhao Zhu |
| 2020 | IROS | Real-Time Spatio-Temporal LiDAR Point Cloud Compression. | Yu Feng, Shaoshan Liu, Yuhao Zhu |
| 2020 | ISPASS | A Systematic Methodology for Characterizing Scalability of DNN Accelerators using SCALE-Sim. | Ananda Samajdar, Jan Moritz Joseph, Yuhao Zhu, Paul N. Whatmough, Matthew Mattina, Tushar Krishna |
| 2020 | MICRO | Mesorasi: Architecture Support for Point Cloud Analytics via Delayed-Aggregation. | Yu Feng, Boyuan Tian, Tiancheng Xu, Paul N. Whatmough, Yuhao Zhu |
| 2020 | MICRO | Ptolemy: Architecture Support for Robust Deep Learning. | Yiming Gan, Yuxian Qiu, Jingwen Leng, Minyi Guo, Yuhao Zhu |
| 2020 | MICRO | Building the Computing System for Autonomous Micromobility Vehicles: Design Constraints and Architectural Optimizations. | Bo Yu, Wei Hu, Leimeng Xu, Jie Tang, Shaoshan Liu, Yuhao Zhu |
| 2020 | SC | Accelerating sparse DNN models without hardware-support via tile-wise sparsity. | Cong Guo, Bo Yang Hsueh, Jingwen Leng, Yuxian Qiu, Yue Guan, Zehuan Wang, Xiaoying Jia, Xipeng Li, Minyi Guo, Yuhao Zhu |
| 2019 | CVPR | Adversarial Defense Through Network Profiling Based Path Extraction. | Yuxian Qiu, Jingwen Leng, Cong Guo, Quan Chen, Chao Li, Minyi Guo, Yuhao Zhu |
| 2019 | CVPR | ECC: Platform-Independent Energy-Constrained Deep Neural Network Compression via a Bilinear Regression Model. | Haichuan Yang, Yuhao Zhu, Ji Liu |
| 2019 | ICLR | Energy-Constrained Compression for Deep Neural Networks via Weighted Sparse Projection and Layer Input Masking. | Haichuan Yang, Yuhao Zhu, Ji Liu |
| 2019 | ISCA | PES: proactive event scheduling for responsive and energy-efficient mobile web computing. | Yu Feng, Yuhao Zhu |
| 2019 | ISCA | Energy-efficient video processing for virtual reality. | Yue Leng, Chi-Chun Chen, Qiuyue Sun, Jian Huang, Yuhao Zhu |
| 2019 | ISPASS | Demystifying Bayesian Inference Workloads. | Yu Emma Wang, Yuhao Zhu, Glenn G. Ko, Brandon Reagen, Gu-Yeon Wei, David Brooks |
| 2019 | MICRO | ASV: Accelerated Stereo Vision System. | Yu Feng, Paul N. Whatmough, Yuhao Zhu |
| 2019 | MICRO | Tigris: Architecture and Algorithms for 3D Perception in Point Clouds. | Tiancheng Xu, Boyuan Tian, Yuhao Zhu |
| 2019 | VEE | Tail latency in node.js: energy efficient turbo boosting for long latency requests in event-driven web services. | Wenzhi Cui, Daniel Richins, Yuhao Zhu, Vijay Janapa Reddi |
| 2018 | ISCA | Euphrates: Algorithm-SoC Co-Design for Low-Power Mobile Continuous Vision. | Yuhao Zhu, Anand Samajdar, Matthew Mattina, Paul N. Whatmough |
| 2016 | HPCA | Mobile CPU's rise to power: Quantifying the impact of generational mobile CPU design trends on performance, energy, and user satisfaction. | Matthew Halpern, Yuhao Zhu, Vijay Janapa Reddi |
| 2016 | PLDI | GreenWeb: language extensions for energy-efficient mobile web computing. | Yuhao Zhu, Vijay Janapa Reddi |
| 2015 | HPCA | Event-based scheduling for energy-efficient QoS (eQoS) in mobile Web applications. | Yuhao Zhu, Matthew Halpern, Vijay Janapa Reddi |
| 2015 | ISPASS | Mosaic: cross-platform user-interaction record and replay for the fragmented android ecosystem. | Matthew Halpern, Yuhao Zhu, Ramesh Peri, Vijay Janapa Reddi |
| 2015 | MICRO | Microarchitectural implications of event-driven server-side web applications. | Yuhao Zhu, Daniel Richins, Matthew Halpern, Vijay Janapa Reddi |
| 2014 | ISCA | WebCore: Architectural support for mobile Web browsing. | Yuhao Zhu, Vijay Janapa Reddi |
| 2013 | HPCA | High-performance and energy-efficient mobile web browsing on big/little systems. | Yuhao Zhu, Vijay Janapa Reddi |
| 2011 | DAC | Hermes: an integrated CPU/GPU microarchitecture for IP routing. | Yuhao Zhu, Yangdong Deng, Yubei Chen |
| 2010 | DAC | Distributed time, conservative parallel logic simulation on GPUs. | Bo D. Wang, Yuhao Zhu, Yangdong Deng |